A couple of weeks ago we launched InsightEdge, introducing you to our high performance Spark distribution with enterprise-grade OLTP capabilities. In this blog post, we will create a demo application for a taxi price surge use case that runs real-time analytics on a streaming geospatial data.

This blog post will provide an introduction into using machine learning algorithms with InsightEdge. We will go through an exercise to predict mobile advertisement click-through rate with Avazu’s dataset.